Category-level image recognition on LVIS
93.6Similarity ScoreGAR-8B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GAR-8BParameters=8B2025.10 | 93.6 | 88.7 | |
| GAR-1BParameters=1B2025.10 | 91 | 68.2 | |
| WOW-SegParams=1B2026.05 | 89.7 | 82.4 | |
| DAM-8BParameters=8B2025.10 | 89 | 77.7 | |
| DAMParams=8B2026.05 | 89 | 77.7 | |
| PAM-3BParameters=3B2025.10 | 88.6 | 78.3 | |
| PAMParams=3B2026.05 | 88.6 | 78.3 | |
| PAMParams=1.5B2026.05 | 87.4 | 76.5 | |
| VP-SPHINXParams=13B2026.05 | 87.1 | 62.9 | |
| VP-LLAVAParams=8B2026.05 | 86.7 | 61.5 | |
| Osprey-7BParameters=7B2025.10 | 65.2 | 38.2 | |
| OspreyParams=7B2026.05 | 65.2 | 38.2 | |
| FerretParams=13B2026.05 | 65 | 37.8 | |
| Ferret-7BParameters=7B2025.10 | 63.8 | 36.6 | |
| GPT4RoI-7BParameters=7B2025.10 | 51.3 | 12 | |
| GPT4RoIParams=7B2026.05 | 51.3 | 12 | |
| Shikra-7BParameters=7B2025.10 | 49.7 | 19.8 | |
| ShikraParams=7B2026.05 | 49.7 | 19.8 |